Data Scientist

5 days ago

Bengaluru India Capgemini Full time

Job Description Job Description Job Description: Data Scientist Computer Vision Location: Bangalore Experience: 12+ years Role Overview We are seeking a highly skilled Data Scientist specializing in Computer Vision to design, develop, and deploy advanced AI-driven solutions. The ideal candidate will have expertise in image and video processing, deep learning frameworks, and cloud platforms, with a strong foundation in mathematics, statistics, and computer science. You will work on cutting-edge projects involving OCR, facial recognition, medical imaging, and multimedia analysis, contributing to impactful applications in health technology, security, and digital media. Key Responsibilities - Develop and optimize computer vision models for tasks such as image classification, object detection, OCR, and video content analysis. - Implement deep learning architectures using frameworks like PyTorch, TensorFlow, and Torch. - Perform exploratory data analysis (EDA) and statistical modeling to extract insights from large-scale image/video datasets. - Design and deploy cloud-based solutions on AWS, Google Cloud Platform, and Microsoft Azure for scalable AI applications. - Collaborate with cross-functional teams to integrate AI-driven computer vision solutions into application software. - Conduct model training, evaluation, and optimization for performance and accuracy. - Ensure compliance with security standards and manage stakeholder communication throughout project lifecycles. - Stay updated on emerging trends in artificial intelligence, digital imaging, and health technology. Required Skills & Qualifications - Education: Bachelor's or Master's in Computer Science, Data Science, Mathematics, or related field. - Technical Expertise: - Programming: Python (mandatory), experience with OpenCV, PyTorch, TensorFlow, Torch. - Cloud Platforms: AWS, GCP, Azure. - Computer Vision: OCR, image processing, facial recognition, medical imaging. - Deep Learning & AI: Artificial Neural Networks, model training & evaluation. - Strong knowledge of statistics, machine learning, and exploratory data analysis. - Familiarity with cloud computing, cloud application platforms, and security best practices. - Excellent stakeholder management, client communication, and customer interaction skills. Preferred Experience - Hands-on experience in health technology, medical imaging, or multimedia applications. - Exposure to audiovisual processing and video content analysis. - Prior work in science & research environments. Soft Skills - Strong analytical and problem-solving abilities. - Effective communication and collaboration skills. - Ability to manage multiple stakeholders and deliver under tight deadlines.

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